Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep
Sleep is composed of a number of different stages, each associated with a different pattern of brain activity. Here, using a data-driven Hidden Markov Model (HMM) of fMRI data, the authors discover a more complex set of neural activity states underlying the conventional stages of non-REM sleep.
Main Authors: | , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2019-03-01
|
Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-019-08934-3 |
id |
doaj-6a01557f740a48f48cad86a10ab82ea4 |
---|---|
record_format |
Article |
spelling |
doaj-6a01557f740a48f48cad86a10ab82ea42021-05-11T12:17:43ZengNature Publishing GroupNature Communications2041-17232019-03-0110111410.1038/s41467-019-08934-3Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleepA. B. A. Stevner0D. Vidaurre1J. Cabral2K. Rapuano3S. F. V. Nielsen4E. Tagliazucchi5H. Laufs6P. Vuust7G. Deco8M. W. Woolrich9E. Van Someren10M. L. Kringelbach11Department of Psychiatry, University of Oxford, Warneford HospitalWellcome Centre for Integrative Neuroimaging, Oxford Centre for Human Brain Activity (OHBA), University of Oxford, Warneford HospitalDepartment of Psychiatry, University of Oxford, Warneford HospitalDepartment of Psychological and Brain Sciences, Dartmouth CollegeDepartment of Applied Mathematics and Computer Science, Technical University of DenmarkNetherlands Institute for NeuroscienceDepartment of Neurology, University Hospital Schleswig Holstein, Christian-Alrbrechts-UniversitätCenter for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus UniversityCenter for Brain and Cognition, Computational Neuroscience Group, Department of Information and Communication Technologies, Universitat Pompeu FabraWellcome Centre for Integrative Neuroimaging, Oxford Centre for Human Brain Activity (OHBA), University of Oxford, Warneford HospitalNetherlands Institute for NeuroscienceDepartment of Psychiatry, University of Oxford, Warneford HospitalSleep is composed of a number of different stages, each associated with a different pattern of brain activity. Here, using a data-driven Hidden Markov Model (HMM) of fMRI data, the authors discover a more complex set of neural activity states underlying the conventional stages of non-REM sleep.https://doi.org/10.1038/s41467-019-08934-3 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
A. B. A. Stevner D. Vidaurre J. Cabral K. Rapuano S. F. V. Nielsen E. Tagliazucchi H. Laufs P. Vuust G. Deco M. W. Woolrich E. Van Someren M. L. Kringelbach |
spellingShingle |
A. B. A. Stevner D. Vidaurre J. Cabral K. Rapuano S. F. V. Nielsen E. Tagliazucchi H. Laufs P. Vuust G. Deco M. W. Woolrich E. Van Someren M. L. Kringelbach Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep Nature Communications |
author_facet |
A. B. A. Stevner D. Vidaurre J. Cabral K. Rapuano S. F. V. Nielsen E. Tagliazucchi H. Laufs P. Vuust G. Deco M. W. Woolrich E. Van Someren M. L. Kringelbach |
author_sort |
A. B. A. Stevner |
title |
Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep |
title_short |
Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep |
title_full |
Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep |
title_fullStr |
Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep |
title_full_unstemmed |
Discovery of key whole-brain transitions and dynamics during human wakefulness and non-REM sleep |
title_sort |
discovery of key whole-brain transitions and dynamics during human wakefulness and non-rem sleep |
publisher |
Nature Publishing Group |
series |
Nature Communications |
issn |
2041-1723 |
publishDate |
2019-03-01 |
description |
Sleep is composed of a number of different stages, each associated with a different pattern of brain activity. Here, using a data-driven Hidden Markov Model (HMM) of fMRI data, the authors discover a more complex set of neural activity states underlying the conventional stages of non-REM sleep. |
url |
https://doi.org/10.1038/s41467-019-08934-3 |
work_keys_str_mv |
AT abastevner discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT dvidaurre discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT jcabral discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT krapuano discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT sfvnielsen discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT etagliazucchi discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT hlaufs discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT pvuust discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT gdeco discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT mwwoolrich discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT evansomeren discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep AT mlkringelbach discoveryofkeywholebraintransitionsanddynamicsduringhumanwakefulnessandnonremsleep |
_version_ |
1721445046451961856 |